Perception and Classification. A Note on Near Sets and Rough Sets.
Marcin WolskiPublished in: Fundam. Informaticae (2010)
Keyphrases
- rough sets
- decision rules
- rough set theory
- pattern recognition
- feature reduction
- rule induction
- rough fuzzy
- fuzzy sets
- rule extraction
- granular computing
- classification accuracy
- condition attributes
- approximation spaces
- classification algorithm
- rough sets theory
- feature extraction
- continuous valued attributes
- rough set model
- inductive machine learning
- data analysis
- decision trees
- knowledge reduction
- dominance relation
- soft computing
- rule generation
- information entropy
- data mining
- decision table
- upper and lower approximations
- attribute reduction
- upper approximation
- set pair analysis
- support vector machine
- artificial neural networks
- rough approximations
- attribute set
- set theoretic
- fuzzy logic
- feature selection
- machine learning